System and method for medical object tracking

ABSTRACT

According to one aspect of the invention, a system for medical object tracking is provided. The system includes a plurality of radio frequency transceivers where each of the plurality of radio frequency transceivers are configured to emit a radio frequency signal at a respective frequency. The system includes a radio frequency beacon removably attachable to a medical object where the radio frequency beacon configured to: reflect the radio frequency signals from the plurality of radio frequency transceivers, and emit vibration-based signals. The system includes a control device in communication with the plurality of radio frequency transceivers where the control device includes processing circuitry configured to determine a location of the medical object in three-dimensional space based at least in part on the reflected radio frequency signals and vibration-based signals.

CROSS-REFERENCE TO RELATED APPLICATION

This application is a continuation of U.S. application Ser. No.17/017,015 filed Sep. 10, 2020, which is a continuation-in-part andclaims priority to U.S. patent application Ser. No. 16/573,095, filed onSep. 17, 2019, entitled SYSTEM AND METHOD FOR MEDICAL OBJECT TRACKING,the entirety of which is incorporated herein by reference.

FIELD

The present technology is generally related to location monitoring ofobjects in a medical environment.

BACKGROUND

Placement of implants in bones or soft tissue requires precise planning.For example, in joint replacement orthopedic surgery, precise bony cutsare essential to achieve optimum outcomes. In order to achieve this,historically manual cutting blocks that reference boney landmarks, limbanatomical alignment, and visual cues have been designed to help thesurgeon place the guides; however, these guides lack the necessaryprecision due to inherent issues with manual cutting jigs.

In recent years utilizing computed assisted surgery (CAS), such asnavigation and robots, have been developed to improve the accuracy ofimplant positioning. Existing CAS systems may require optical trackersfor the computer to identify bones that are in constant movement duringsurgery. These optical trackers include multiple large pins that need tobe fixed into each bone, most of the time through separate incisions,that may cause fractures and more pain for the patients. Further, theseoptical trackers may need a bulky optical apparatus that requires a lineof sight for a camera, and large amount of hardware and software tooperate. Moreover, there is no systematic way to adjust the implantposition based on the patients' individual soft-tissue tension. Most CASare tailored to achieve a “balanced” soft tissue by surgeons' manualtests. These manual techniques are not accurate or reproducible sincethe human anatomy varies.

Radar technology, used widely in various industries, utilizes pulsedsound waves at various frequencies to track the distance and speed of anobject based on the return of the signal and its modified frequency.Therefore, an object travelling away from the radar source would returna longer wavelength, and an object travelling towards the source wouldreturn a shorter wavelength. There are current radar applicationavailable in automobile and defense industry that aim to achieve highprecision location. One such radar is commercially available, operatingat 77 GHZ with wide 4 GHZ bandwidth that allows for high resolution andaccuracy with the use of FMCW radar. However, there are no applicationsavailable to achieve a resolution below one millimeter in short range.

In an operating room (OR), radar sources can be used to triangulate thelocation of an object that returns waves more efficiently than thesurrounding objects. Furthermore, varying the frequency of the wavesemitted by the sources can allow the positioning of the object to bemore accurate. If the object positional accuracy is required to besub-millimeter, we would need waves of multiple wavelengths to determinethe true location so that the object's location that may be in betweenthe wavelengths is not misjudged. Submillimeter is defined as 1 um-1 mmaccuracy (micrometer-millimeter).

Therefore, existing systems suffer from one or more issues.

SUMMARY

The techniques of this disclosure generally relate to objection locationmonitoring in a medical environment.

The techniques of this disclosure a system for the precise tracking ofan area of interest comprising one or more radiofrequency (RF)transceivers and one or more active very small beacons that emit radiofrequency or vibration-based signals in short- to mid-range distances.These novel beacons will actively re-transmit the frequency-shiftedradar signals after initial receiving. Since each beacon imposes aunique frequency shift to the incoming radar signal, exhibiting specificDoppler frequencies, the location can be measured with less than onemillimeter accuracy. These active beacons are designed to achieve highaccuracy, increase the signal to noise ratio, with a small size (lessthan 1 inch) that can be disposable and also be used with off-the-shelfbatteries.

Object triangulation: Three primary radars in equidistant locations fromthe region of interest tracking, for example bone tracking fororthopaedic applications and tool tracking, for example a bone saw fororthopaedic applications. The three radars emit waves at varyingfrequencies in pulses of milliseconds so each returning wave will befrom a different frequency. A calibration device will be used todetermine how sub millimeter differences affect each change in distance.During surgery, a laser range finder will be also attached to the radarsto determine true distance from the radars prior to the surgery. Oncethe ranges are set, wavelengths of appropriate frequency will be usedfor that range of distance to yield the most accurate readings for thetools and bones. Beacons can also be placed on the radar receivers todetect any changes on the radar locations. This method is used tore-calibrate the radars and avoids bias.

A hand-held scanner (such as Laser or LIDAR) that will in turn betracked by the three radars. This hand-held device will be used to scanthe bone surface by bouncing waves from the surface and recording thedistance as a laser range finder is again used to find the appropriatewavelength spectrum and to keep track of the scanned areas and how theyrelate to the new locations as the surgeon moves the device severalmillimeters or so from and to the joint. This variation will be trackedto stitch all scans together to get the true surface geometry. Thescanning device will be tracked in the air with the radars similar tothe cutting tools to close the loop of bone location determination.

Once the scan is complete, cutting tools such as the free hand bone sawor a cutting block that helps the surgeon make the cuts can be trackedin the air and placed in the appropriate location to achieve the plannedsurgery.

The scanner can also be used to make measurements after the cuts todetermine the accuracy of the cuts to report back to the surgeon toconduct validation.

In one or more embodiments, the system described herein improves onexisting system by simplifying the tracking of the bones such as byusing a wave-based technology that can penetrate through objects. Thisallows for the surgeon to break the line-of-sight without the loss ofsignal, which may increase the safety of the surgery as the system isalways able to track the object(s). Although there might be a temporarydrop in signal strength, adding more radar through triangulation willresolve this issue. Also, with specific algorithms that utilize machinelearning, the outcomes of prior implant positions can be taken intoconsideration such that the radar system can suggest a customizedposition based patient's demographic and severity or deformity of thedisease and surgeon's preference.

In one or more embodiments, a radar, i.e., RF, based tracking system isprovided where the system utilizes RF beacons that have uniquesignatures generating Doppler shifted waves, i.e., RF signals, which canbe tracked.

A set of radars, static or moving, emit RF signals in the area ofinterest. The area of interest contains a set of passive or active RFbeacons, whose purpose is to re-radiate a clear, unique signal back tothe radars so that their three-dimensional position and inclination canbe inferred through opportune signal processing.

These RF beacons, disseminated in the area of interest, receive theseradar signals, shift their carrier frequencies within prescribed values,and actively re-transmit the frequency-shifted radar signalsomnidirectionally. Each beacon imposes a unique frequency shift to theincoming radar signal, thus permitting its identification at the radarreceiver after some signal processing. Specifically, thesebeacon-generated frequency shifts are perceived by the radars as targetsexhibiting specific Doppler frequencies.

Through Range-Doppler processing, or similar Moving-Target-Indicationtechniques, each radar measures the range and Doppler of signal echoesin the area of interest. Echoes exhibiting zero or near-zero Dopplervalues correspond to clutter, and are removed by the radar signalprocessor. Echoes corresponding to specific Doppler frequenciesassociated to the beacon in the area of interest, are isolated,processed and tracked. The actual three-dimensional location of RFbeacons is calculated through triangulation of the range informationcollected across all the radars radiating the area of interest.

A sequence of varying wave frequencies is generated from multiple RFtransceivers and by the same sources for doppler shifts to find a uniqueRF beacon and associated object in a three-dimensional space. A controldevice may be used to compare the point cloud generated from themeasurements against the supervised machine learning dataset to correctfor inaccuracies signal processing and/or machine learning. The RFbeacon represents both position and orientation with the use of the RFbeacon and an accelerometer to identify the position of an object, forexample, a bone, when the RF beacon is fixed to it. Any motion of thisobject is then tracked such as by RF transceivers and/or control deviceand can be plotted in by control device to allow the user to manipulatethe object based on its defined location with external tools. Controldevice may be configured with augmented reality, and where virtuallyreality can be overlaid on the tracked object to allow the user tomanipulate the object.

According to one aspect of the invention, a system for medical objecttracking is provided. The system includes a plurality of radio frequencytransceivers where each of the plurality of radio frequency transceiversare configured to emit a radio frequency signal at a respectivefrequency. The system includes a radio frequency beacon removablyattachable to a medical object where the radio frequency beaconconfigured to: actively modify the radio frequency signals from theplurality of radio frequency transceivers. The system includes a controldevice in communication with the plurality of radio frequencytransceivers where the control device includes processing circuitryconfigured to determine a location of the medical object inthree-dimensional space based at least in part on the reflected radiofrequency signals.

In one embodiment, 6 degree of freedom and tilt measurement are obtainedthrough uses accelerometer(s) and/or multiple antennas (2 or morebeacon). These multiple antennas can be placed on the same beacon ormultiple separate beacons can be placed on the bone or tracking object.

According to one or more embodiments, the include at least one signalgenerated active RF beacons emit shifted frequencies with or without thevibration based or acoustic signals. According to one or moreembodiments, the vibration-based signals include at least one signalbased at least in part on a resonant frequency of at least one materialof the radio frequency beacon. An active beacon can be vibration based,RF based, or generates doppler frequency through mechanical vibration.According to one or more embodiments, the vibration-based signals aretriggered at least in part by receiving at least one of the radiofrequency signals from the plurality of radio frequency transceivers.

According to one or more embodiments, the radio frequency beaconincludes a conical component, the conical component configured toreflect the radio frequency signals. According to one or moreembodiments, the plurality of radio frequency transceivers areconfigured to interrogate a respective predefined area at a predefinedsweep frequency. The control device is configured to modify therespective predefined area and predefined sweep frequency based at leastin part on the location of the medical object.

According to one or more embodiments, the medical object is one of asurface of a bone and a medical device. According to one or moreembodiments, the determination of the location of the medical object inthree-dimensional space includes determining, for each respectivereflected radio frequency signal, a respective location inthree-dimensional space of the medical object. The determined locationof the medical object in three-dimensional space is based on thedetermined respective locations in three-dimensional space of themedical object.

According to one or more embodiments, the radio frequency beaconincludes at least one accelerometer configured to generate accelerometerdata. At least one of the reflected radio frequency signals includes theaccelerometer data. According to one or more embodiments, the controldevice is further configured to determine an orientation of the radiofrequency beacon in the three-dimensional space based at least in parton the accelerometer data.

According to another aspect of the invention, a method implemented in asystem for medical object tracking is provided. A radio frequency signalis emitted at a respective frequency at each radio frequency transceiverof a plurality of radio frequency transceivers. The radio frequencysignals are reflected, at a radio frequency beacon removably attachableto the medical object, from the plurality of radio frequencytransceivers. Vibration-based signals are emitted at the radio frequencybeacon. A location of the medical object in three-dimensional space isdetermined based at least in part on the reflected radio frequencysignals and vibration-based signals.

According to one or more embodiments, the vibration-based signalsinclude at least one signal generated by a haptic device. According toone or more embodiments, the vibration-based signals include at leastone signal based at least in part on a resonant frequency of at leastone material of the radio frequency beacon. According to one or moreembodiments, the vibration-based signals are triggered at least in partby receiving the radio frequency signals from the plurality of radiofrequency transceivers.

According to one or more embodiments, the reflected radio frequencysignals are reflected by a conical component of the radio frequencybeacon. According to one or more embodiments, the emitting, at eachradio frequency transceivers, of the radio frequency signal at therespective frequency corresponds to interrogating a respectivepredefined area at a predefined sweep frequency. The respectivepredefined area and predefined sweep frequency is modified based atleast in part on the reflected radio frequency signals andvibration-based signals.

According to one or more embodiments, the medical object is one of asurface of a bone and a medical device. According to one or moreembodiments, the determination of the location of the medical object inthree-dimensional space includes determining, for each respectivereflected radio frequency signal, a respective location inthree-dimensional space of the medical object. The determined locationof the medical object in three-dimensional space is based on thedetermined respective locations in three-dimensional space of themedical object.

According to one or more embodiments, accelerometer data is generated atthe radio frequency beacon using at least one accelerometer. Thereflected radio frequency signals include the accelerometer data.According to one or more embodiments, an orientation of the radiofrequency beacon in the three-dimensional space is determined based atleast in part on accelerometer data.

BRIEF DESCRIPTION OF THE DRAWINGS

A more complete understanding of the present invention, and theattendant advantages and features thereof, will be more readilyunderstood by reference to the following detailed description whenconsidered in conjunction with the accompanying drawings wherein:

FIG. 1 is a diagram of an example system according to one or moreembodiments of the invention;

FIG. 2 is block diagram of FIG. 1 according to one or more embodimentsof the invention;

FIG. 3 is a flow diagram of an example process according to one or moreembodiments of the disclosure;

FIG. 4 is a flow diagram of an example process according to one or moreembodiments of the disclosure;

FIG. 5 is an exploded view of an exemplary beacon constructed accordingto one or more embodiments of the disclosure;

FIG. 6 is an assembled view of the beacon shown in FIG. 5; and

FIG. 7 is view showing three beacons mounted to medical objects, namely,the femur, the tibia, and a cutting element of robotic arm.

DETAILED DESCRIPTION

Before describing in detail exemplary embodiments, it is noted that theembodiments reside primarily in combinations of apparatus components andprocessing steps related to objection location monitoring. Accordingly,components have been represented where appropriate by conventionalsymbols in the drawings, showing only those specific details that arepertinent to understanding the embodiments so as not to obscure thedisclosure with details that will be readily apparent to those ofordinary skill in the art having the benefit of the description herein.Like numbers refer to like elements throughout the description.

As used herein, relational terms, such as “first” and “second,” “top”and “bottom,” and the like, may be used solely to distinguish one entityor element from another entity or element without necessarily requiringor implying any physical or logical relationship or order between suchentities or elements. The terminology used herein is for the purpose ofdescribing particular embodiments only and is not intended to belimiting of the concepts described herein. As used herein, the singularforms “a”, “an” and “the” are intended to include the plural forms aswell, unless the context clearly indicates otherwise. It will be furtherunderstood that the terms “comprises,” “comprising,” “includes” and/or“including” when used herein, specify the presence of stated features,integers, steps, operations, elements, and/or components, but do notpreclude the presence or addition of one or more other features,integers, steps, operations, elements, components, and/or groupsthereof.

In embodiments described herein, the joining term, “in communicationwith” and the like, may be used to indicate electrical or datacommunication, which may be accomplished by physical contact, induction,electromagnetic radiation, radio signaling, infrared signaling oroptical signaling, for example. One having ordinary skill in the artwill appreciate that multiple components may interoperate andmodifications and variations are possible of achieving the electricaland data communication.

In some embodiments described herein, the term “coupled,” “connected,”and the like, may be used herein to indicate a connection, although notnecessarily directly, and may include wired and/or wireless connections.

Unless otherwise defined, all terms (including technical and scientificterms) used herein have the same meaning as commonly understood by oneof ordinary skill in the art to which this disclosure belongs. It willbe further understood that terms used herein should be interpreted ashaving a meaning that is consistent with their meaning in the context ofthis specification and the relevant art and will not be interpreted inan idealized or overly formal sense unless expressly so defined herein.

Referring now to the drawing figures, in which like elements arereferred to by like reference numerals, there is shown in FIG. 1 aschematic diagram of a communication system 10, which comprises controldevice 12 in communication with radio frequency (RF) transceiver 14 a-14n (collectively referred to as RF transceiver 14). Control device 12 mayinclude location unit 16 for performing one or more control device 12functions as described herein such as with respect to object location ina three-dimensional space. System 10 further includes RF beacons 18 a-18n (collectively referred to as RF beacon 18) that are configured tocommunicate one or more signals in response to an interrogation signalfrom RF transceiver 14 in a medical environment, for example, asdescribed herein. RF beacon 18 may be removably attached and/or insertedinto a device or medical object, e.g., pin, that attached a person 19 orpatient 19. In one or more embodiments, RF beacon 18 is removablyattached/attachable to a medical object such as medical device 20.

FIG. 2 is a block diagram of an example system 10 according to one ormore embodiments of the invention. The system 10 includes a controldevice 12 that includes hardware 22 enabling it to communicate with RFtransceivers 14. The hardware 22 may include a communication interface24 for setting up and maintaining a wired or wireless connection with aninterface of a different device such as RF transceiver 14 of thecommunication system 10.

In the embodiment shown, the hardware 22 of the control device 12further includes processing circuitry 26. The processing circuitry 26may include a processor 28 and a memory 30. In particular, in additionto or instead of a processor, such as a central processing unit, andmemory, the processing circuitry 26 may comprise integrated circuitryfor processing and/or control, e.g., one or more processors and/orprocessor cores and/or FPGAs (Field Programmable Gate Array) and/orASICs (Application Specific Integrated Circuitry) adapted to executeinstructions. The processor 28 may be configured to access (e.g., writeto and/or read from) the memory 30, which may comprise any kind ofvolatile and/or nonvolatile memory, e.g., cache and/or buffer memoryand/or RAM (Random Access Memory) and/or ROM (Read-Only Memory) and/oroptical memory and/or EPROM (Erasable Programmable Read-Only Memory).

Thus, the control device 12 further has software stored internally in,for example, memory 30, or stored in external memory (e.g., database,storage array, network storage device, etc.) accessible by the controldevice 12 via an external connection. The software 47 may be executableby the processing circuitry 26. The processing circuitry 26 may beconfigured to control any of the methods and/or processes describedherein and/or to cause such methods, and/or processes to be performed,e.g., by control device 12. Processor 28 corresponds to one or moreprocessors 28 for performing control device 12 functions describedherein. The memory 30 is configured to store data, programmatic softwarecode and/or other information described herein. In some embodiments, thesoftware 47 may include instructions that, when executed by theprocessor 28 and/or processing circuitry 26, causes the processor 28and/or processing circuitry 26 to perform the processes described hereinwith respect to control device 12. For example, processing circuitry 26of the control device 12 may include location unit 16 configured toperform one or more control device 12 functions as described herein suchas with respect to RF beacon location.

The system 10 further includes an RF transceiver 14 provided in acommunication system 10 and including hardware 32 enabling it tocommunicate with the control device 12 and/or RF beacon 18. The hardware32 may include a communication interface 34 for setting up andmaintaining a wired or wireless connection with an interface ofdifferent devices of the communication system 10 such as control device12, as well as a radio interface 36 for wirelessly communicating with RFbeacon 18, as described herein. The radio interface 36 may be formed asor may include, for example, one or more RF transmitters, one or more RFreceivers, and/or one or more RF transceivers.

In the embodiment shown, the hardware 32 of the RF further includesprocessing circuitry 38. The processing circuitry 38 may include aprocessor 40 and a memory 42. In particular, in addition to or insteadof a processor, such as a central processing unit, and memory, theprocessing circuitry 38 may comprise integrated circuitry for processingand/or control, e.g., one or more processors and/or processor coresand/or FPGAs (Field Programmable Gate Array) and/or ASICs (ApplicationSpecific Integrated Circuitry) adapted to execute instructions. Theprocessor 40 may be configured to access (e.g., write to and/or readfrom) the memory 42, which may comprise any kind of volatile and/ornonvolatile memory, e.g., cache and/or buffer memory and/or RAM (RandomAccess Memory) and/or ROM (Read-Only Memory) and/or optical memoryand/or EPROM (Erasable Programmable Read-Only Memory).

Thus, the RF transceiver further has software 44 stored internally in,for example, memory 42, or stored in external memory (e.g., database,storage array, network storage device, etc.) accessible by the RFtransceiver 14 via an external connection. The software 44 may beexecutable by the processing circuitry 38. The processing circuitry 38may be configured to control any of the methods and/or processesdescribed herein and/or to cause such methods, and/or processes to beperformed, e.g., by RF transceiver. Processor 40 corresponds to one ormore processors 40 for performing RF transceivers 14 functions describedherein. The memory 42 is configured to store data, programmatic softwarecode and/or other information described herein. In some embodiments, thesoftware 44 may include instructions that, when executed by theprocessor 40 and/or processing circuitry 38, causes the processor 40and/or processing circuitry 38 to perform the processes described hereinwith respect to RF transceiver 14. For example, processing circuitry 38of the RF transceiver 14 may include signal unit 46 configured toperform one or more RF transceivers 14 functions described herein suchas with respect to transmitting and/or receiving wireless signals.

System 10 includes one or more RF beacons 18 where each RF beacon 18 mayinclude a vibration emitter 48, conical component 50, and an optionalaccelerometer 52. In particular, the RF transceivers 14 and controldevice 12 are tracking a RF beacon 18 that may be removably attachedclose to the exposed surface of the bone, that does not require separateincisions. The RF beacon 18 is configured to emit vibrations such as viavibration emitter 48 to generate doppler shifts. This vibration-basedsignal may provide additional interference waves to indicate the RFbeacon 18's true location down to sub millimeter accuracy, e.g., 1millimeter accuracy with an error of less than 1 millimeter. In one ormore embodiments, a motor in a device such as surgical saw or drill mayact as a vibration emitter 48 and/or an additional vibration emitter 48where the doppler shifts from the receding and approaching surfaces ofthe motor blade may be averaged to a single point.

In one or more embodiments, RF beacons 18 may be configured to respondone or more specific frequency of signals transmitted by one or more RFtransceivers 14 to reach their resonant frequency. In one or moreembodiments, vibration emitter 48 is a resonating element that vibratesin response to the received signals from one or more RF transceivers 14to generate an additional vibration-based signal that the RFtransceivers 14 can detect to refine location accuracy. In one or moreembodiments, the RF beacon 18 may at least in part by made from amaterial that is configured generate the vibration-based signal inresponse to one or more RF transceiver 14 signals. The vibration-basedsignal may be the same frequency of the received RF signal or may be adifferent predefined frequency. In one or more embodiments, thevibration emitter 48 is a passive resonant emitter that starts vibratingwhen an RF signal at a predefined frequency bounces off it.

In one or more embodiments, vibration emitter 48 is a haptic elementthat causes vibration in response to the received signals from one ormore RF transceivers 14 to generate an additional vibration-based signalthat the RF transceivers 14 can detect to refine location accuracy. Forexample, in one or more embodiments, haptic element rotates at aspecific rate in which the RF transceiver 14 can detect and track. RFbeacons 18 may rotate by haptic vibration motors which may be coded torotate/vibrate at specific rates/frequencies. Control device 12 may usespecific algorithms coded into software 47 to be able to filter throughambient noise and focus directly on the vibration/rotation of the RFbeacon 18 such as by using, for example, doppler filtering. In one ormore embodiments, doppler filtering allows for the detection of weaksignals in the presence of strong clutter by, for example,differentiating moving and static signatures.

Accelerometers 52 may be used to detect and monitor the vibration of theRF beacon 18 and provide instantaneous feedback of the X, Y and Zcoordinates to control device 12 for real-time tracking. For example, ina single accelerometer/gyro 52 combination, pitch roll yaw can bedetermined for orienting RF beacon 18 in 3D space. The data fromaccelerometer 52 may be transmitted to control device 12 via one or morewireless communication protocols via a radio interface of RF beacon bywhich control device can determine a point location of RF beacon 18 andaccelerometer orientation for plane. The plane may define the bone orother medical object orientation with respect to RF transceivers 14. Thewireless communication protocols may include BLUETOOTH.

In one or more embodiments, conical component 50 is configured toreflect radar waves, i.e., RF signals from one or more RF transceivers14, in an efficient path back to one or more RF transceivers 14. Forexample, the conical component 50 may be an active device that spins toreflect the RF signals from RF transceiver 14. In one or moreembodiments, the spinning of the conical component 50 may be triggeredby receiving the RF signal and/or may spin periodically or continuouslywhile powered. In one or more embodiments, RF beacon 18 may include aradio frequency identification (RFID) that may be embedded on thereflected signal and/or RFID may generate a separate RF signalindicating the RFID.

In one or more embodiments, the one or more frequencies used herein maybe modified to keep the RF beacons 18 within a predefined band. Thesystem 10 may be calibrated with other frequency generators such as asaw or drill at least in part by determining the unique signalsignatures for these devices or frequency generators. The softwaredescribed herein may filter these frequencies and assign uniquefrequencies to the beacons to prevent noise generation. Once the systemuniquely identifies the RF beacons 18, the location and/or position ofthe RF beacons 18 may be used for determining final implant placement,for example.

FIG. 3 is an example flowchart of a process of control device 12according to one or more embodiments of the invention. One or moreBlocks and/or functions performed by control device 12 may be performedby one or more elements of control device 12 such as by location unit16, processing circuitry 26, processor 28, etc. In one or moreembodiments, control device 12 such as via one or more of location unit16, processing circuitry 26, processor 28, etc. is configured todetermine (Block S100) a location of the medical object inthree-dimensional space based at least in part on the reflected radiofrequency signals and vibration-based signals. For example, in one ormore embodiments, a system 10 for medical object tracking is providedwhere the system 10 includes a plurality of radio frequency transceivers14. Each of the plurality of radio frequency transceivers 14 areconfigured to emit a radio frequency signal at a respective frequencysuch as to interrogate a predefined area for RF beacons 18, for example.In one or more embodiments, one or more radio frequency transceivers 14is configured to scan an entire surgery area, i.e., predefined area, forsignals originating from one or more beacons 18.

System 10 includes a radio frequency beacon 18 that is removablyattachable to a medical object where the radio frequency beaconconfigured to: reflect the radio frequency signals from the plurality ofradio frequency transceivers such as via conical component 50; and emitvibration-based signals such as via vibration emitter 48. In one or moreembodiments, the reflected radio frequency signals and thevibration-based signals are detected by one or more of the radiofrequency transceivers 14. System 10 further includes a control device12 in communication with the plurality of radio frequency transceivers14 where the control device 12 includes processing circuitry 38configured to determine (Block S100) a location of the medical object inthree-dimensional space based at least in part on the reflected radiofrequency signals and vibration-based signals.

According to one or more embodiments, the vibration-based signalsinclude at least one signal generated by a haptic device. According toone or more embodiments, the vibration-based signals include at leastone signal based at least in part on a resonant frequency of at leastone material of the radio frequency beacon 18. According to one or moreembodiments, the vibration-based signals are triggered at least in partby receiving at least one of the radio frequency signals from theplurality of radio frequency transceivers 14.

According to one or more embodiments, the radio frequency beaconincludes a conical component 50 where the conical component 50 isconfigured to reflect the radio frequency signals. According to one ormore embodiments, the plurality of radio frequency transceivers 14 areconfigured to interrogate a respective predefined area at a predefinedsweep frequency where the control device 12 is configured to modify therespective predefined area and predefined sweep frequency based at leastin part on the location of the medical object.

According to one or more embodiments, the medical object is one of asurface of a bone and a medical device. According to one or moreembodiments, the determination of the location of the medical object inthree-dimensional space includes determining, for each respectivereflected radio frequency signal, a respective location inthree-dimensional space of the medical object. The determined locationof the medical object in three-dimensional space is based on thedetermined respective locations in three-dimensional space of themedical object.

According to one or more embodiments, the radio frequency beacon 18includes at least one accelerometer 52 configured to generateaccelerometer data where at least one of the reflected radio frequencysignals including the accelerometer data. According to one or moreembodiments, the control device 12 is further configured to determine anorientation of the radio frequency beacon 18 in the three-dimensionalspace based at least in part on the accelerometer data.

In one or more embodiments, pulsed waves, i.e., RF signals, at variousfrequencies, for example, 3 to 300 GHz, are transmitted by RFtransceiver 14 such as via radio interface 36 to track the distance andspeed of an object based on the return of the signal and its modifiedfrequency. Such changes in frequency response can be identified,characterized, and classified as unique signals such as by RFtransceiver 14 and/or control device 12. In one or more embodiments, RFtransceivers 14 can be used to triangulate the location of an RF beacon18 that returns waves more efficiently than the surrounding objects. Inone or more embodiments, the RF transceivers 14 may triangulate thelocation of the RF beacon based at least in part on the vibration-basedsignals from vibration emitter 48 of RF beacon 18, where the results ofthe object triangulation for the various signals (e.g., reflected radiofrequency signals and vibration-based signals) can be combined orprocessed such as, for example, into a final waveform such as, forexample, via Fourier transform.

In other configuration, no vibration-based signals are transmitted andthe Doppler shifts are achieved by an active beacon 18 discussed in moredetail below. Furthermore, varying the frequency of the waves emitted bythe RF transceivers 14 can allow the positioning of the object to bemore accurate. If the object's positional accuracy is required to besub-millimeter, waves of multiple wavelengths may be used by controldevice 12 to determine the location so that the object's location thatmay be in between the wavelength may not be misjudged.

FIG. 4 is an example flowchart of a process implemented by RFtransceiver 14 according to one or more embodiments of the invention.One or more Blocks and/or functions performed by RF transceiver 14 maybe performed by one or more elements of RF transceiver 14 such as bysignal unit 46, processing circuitry 38, processor 40, etc. In one ormore embodiments, RF transceiver 14 such as via one or more of signalunit 46, processing circuitry 38, processor 40, radio interface 36, etc.is configured to emit (Block S102) a radio frequency signal at arespective frequency, as described herein. In one or more embodiments,RF transceiver 14 such as via one or more of signal unit 46, processingcircuitry 38, processor 40, radio interface 36, etc. is configured toreceive (Block S104) at least one reflected RF signal, as describedherein.

In one or more embodiments, RF transceiver 14 such as via one or more ofsignal unit 46, processing circuitry 38, processor 40, radio interface36, etc. is configured to receive (Block S106) a vibration-based signal,as described herein. In one or more embodiments, RF transceiver 14 suchas via one or more of signal unit 46, processing circuitry 38, processor40, radio interface 36, etc. is configured to communicate (Block S108)the at least one reflected RF signal and the vibration-based signal tothe control device 12, as described herein.

Having generally described arrangements for RF beacon 18 locationmonitoring, details for these arrangements, functions and processes areprovided as follows, and which may be implemented by the control device12 and/or RF transceiver 14.

Object Triangulation:

In one or more embodiments, signals radiated from RF transceiver 14 maybe scattered from any material in the operating room, i.e., predefinedarea/environment, including the personnel performing the surgery. Thesescattered signals can be filtered out by looking at doppler offsetssince RF beacons 18 may be configured to oscillate at specificfrequencies which re-radiate the signals at known doppler offsets. Inone or more embodiments, doppler filtering is configured to allow forthe detection of weak signals in the presence of strong clutter by atleast in part differentiating moving object signatures from staticobject signatures. An object signature may correspond to one or moretransmitted and/or reflected by an object.

In one or more embodiments, three RF transceivers 14 are located aroundthe region of interest, for example, bone tracking for orthopedicapplications, and tool tracking, for example a bone saw or drill forsurgical applications. In one or more embodiments, the three RFtransceivers 14 emit waves at varying frequencies in cascading pulses ofmilliseconds, therefore each returning wave to the RF transceiver 14 maybe from a different frequency.

In one or more embodiments, the RF transceivers 14 may be in a circularconfiguration, for example located on the light handle, and a fourth RFtransceiver 14 for better triangulation of the RF beacons 18 may be usedwhere RF beacons 18 may be removably inserted into pins. A method fortracking all three RF transceivers 14 with respect to each other, togenerate a circular arc with 120 degrees of separation between theradars may be used. In one or more embodiments, a resistive wire withknown resistance and a sinusoidal shape, when in tension, changesresistance, determining the circumference of the circle and hence thecenter of the circle the three RF transceivers 14 create to find objectdistance to the found circle center.

Control device 12 may be used to determine the sub millimeterdifferences affect each change in distance. In one or more embodiments,a laser range finder may be attached to the RF transceivers 14 todetermine true distance from the radars prior to the surgery (referredto herein as preoperative, or preop calibration). Once the ranges areset, wavelengths of appropriate frequency for each RF transceiver 14 maybe used for that range of distance to yield the readings for the toolsand bones, which may help improve accuracy of the distancedetermination.

In one or more embodiments, Fourier transforms may be implemented by RFtransceiver 14 such a via processing circuitry 38 and/or signal unit 46to be used for each wave, i.e., RF signal, that is emitted from each RFtransceiver 14 at varied time stamps and frequencies. For example, inone or more embodiments, the three sets of waves, RF signals, may besent out in different time stamps with different frequencies where eachwave packet with a combination of waves constitute the final waveform.The objects that return the wave such as a femoral, tibial, or tool RFbeacon 18 may return waves, i.e., RF signals, that are distinctlydifferent from the transmitted waves. Depending on the returned waves,inverse Fourier transform can be used such as by processing circuitry 38and/or processing circuitry 26 to determine the missing wave type, andtherefore, the tool associated with the missing wave type. In one ormore embodiments, wave type may include one or more characteristics ofthe wave such as frequency, power, etc.

In one or more embodiments, RF transceivers 14 may trace their availablefield of vision with an arrayed approach with fixed vision. This meansthat the RF transceivers 14 such as via one or more of processingcircuitry 38, signal unit 46, radio interface 36, etc. can sweep thearea at a high frequency with constructive and destructive waves thatcouple. Once the RF transceivers 14 detects returned the waves such asfrom RF beacon 18, the RF transceivers 14 may “lock” in on this regionof interest (ROI) and sweep this area at a higher frequency, i.e.,processing circuitry 38 reduces the field of vision for frequencysweeping. If the object associated with the RF beacon 18 moves out ofthis area as may be determined by processing circuitry 38 due to a lackof a detected return signal, the RF transceiver 14 may re-sweep theavailable field of vision to find the RF beacon 18 and correspondingobject, and provide feedback to control device 12 if the objectassociated with an RF beacon 18 is not found. Further, in one or moreembodiments, laser range finders can be utilized to improve the distancefrom radar to improve radar wavelength determination. Further, whilesystem 10 is described as using three RF transceivers 14, the teachingsherein are equally applicable to other quantity of RF transceivers suchas less than 3 and/or greater than 3.

Example technique for using objection location:

After exposure for performing knee arthroplasty (total or partial),prior to scanning the bone, two screws may be placed in each bone, onein distal femur and one over proximal tibia. The pin is hollow and canaccept RF beacon 18. Each RF beacon 18 may have an RFID device and aresonating feature and may have a QR code printed on the surface. ThisQR code can be customized based on patient's anatomy, choice of implantand surgeon's preference prior to surgery.

A 3D laser scanner may be used during surgery to scan the bony andcartilage surface, including the RF beacon 18. Radio FrequencyIdentifiers (RFID) are used to determine the unique part number of eachpin and differentiate the pins in surgery. The code is recognized by theRF transceiver 14 and/or control device 12 and the pre-operative loadedlibrary of joint images, preferences and implant sizes are loaded.

The scan may then uploaded to a cloud-based platform that is accessibleby at least control device 12. The data is analyzed by, for example,AI/ML algorithm based on an automated script that identifies landmarksfor the featured bone and bony/soft-tissue landmarks are identified.This scan may then be superimposed on pre-operative images, ifavailable, for better registration process. A masking feature may beused to train the script to identify and better overlay the point cloudsto each other with an RMS error minimizing algorithm.

While the scan is being analyzed, the patient's join may be put throughrange of motion, for example in knee, flexion and extension of the kneeis assessed. Then the knee is subjected through manual varus/valgustests to assess the soft tissue. The two RF beacons are tracked duringthis process by system 10 and the change in the distance is analyzedsuch as by control device 12 via processing circuitry 26 and/or locationunit 16 as a change in the gaps during knee range of motion.

Cutting tools (i.e. objects) such as a bone saw or a cutting blocks thathelps the surgeon make the cuts can be tracked during surgery by a thirdRF beacon 18 and placed in the appropriate location to achieve theplanned surgery. Cutting devices may also have a RF beacon 18 and/or RFtransceiver 14 attached to them to track and find landmarks thatidentify the location of cut planes or bone interaction locations tomodify the surface.

Machine learning algorithms implemented, for example, by control device12 and/or RF transceiver 14 are used to assess the optimum position ofthe implant based on prior patient outcomes. For example, patient typesare clustered to individual specialized groups based on multipleparameters using regression analysis such as via processing circuitry26. Control device 12 may identify the patient and find the bestoutcomes from previous surgeries performed on this patient type toprescribe the best cutting planes to replicate this outcome. Parametersof the implant alignment can be set pre-operatively to expedite thisprocess.

Alternatively, the 3D scanner can be mounted over the cutting tools suchas an oscillating saw or drill. The scanner can detect the alreadyscanned surface through object recognition software and demonstrate theproposed cutting/drilling planes that are to be executed.

Alternatively, a universal cutting jig is used that accommodates for thetracking pin, i.e., pin with an RF beacon 18, as a fixed point. A manualjig that is tracked by the RF transceiver 14 and has a flat surface ispositioned over the cutting block. The cutting block is now beingtracked as compared to other tracking pins, i.e., with RF beacon 18, forboth femur and tibia, separately, and pinned in place. The accurateposition of the cutting block is shown on the monitor.

Alternatively, augmented reality while the surgeon is wearing a headsetin communication with control device 12 is used to assess for accurateposition of the cutting block or cutting plane of the saw.

Alternatively, a haptic robotic cutting tool can be used to execute thebony cuts.

After the cuts are made and trial implants are placed, knee is putthrough range of motion and stressed to assess soft-tissue tension andpost-cut kinematic data. Artificial Intelligence implemented by controldevice 12, for example, is used to determine the landmarks and detectthe axes of the bone based on prior cases.

The combination of artificial intelligence and machine learning softwareimplemented in the cloud and/or control device 12 may eliminate therequired advanced pre-operative imaging such as MRI or CT over time.X-rays can be used in adjunct to the intra-operative scan to determinethe bone alignments.

The 3D scan and radar coordinates are relayed and stored in the cloudcomputing service in communication with control device 12 and/or storedat control device 12. The coordinates may be converted into machinelearning algorithms, which are then used to build a mathematical modelof training data. Every surgery builds a library of data and algorithms.These datasets may be continuously fed into the machine learningplatform that may then cycle back to each, as described herein, such asidentifying bony surfaces and generating cutting planes, tailored to thepatient's unique soft tissue balance and alignment as well as surgeon'spreference. The RF transceiver 14 can also be used to make measurementsafter the cuts to determine the accuracy of the cuts to report back tothe surgeon to conduct validation.

Referring now to FIGS. 5-7, RF beacons 18 a-n may be sized andconfigured to be releasably attached to the medical object, for example,bone (shown in FIG. 7) or a cutting instrument of a robotic arm. Forexample, RF beacon 18 a may be anchored to the distal end of the femur,RF beacon 18 b may be anchored to the proximal end of the tibia, and RFbeacon 18 c may be anchored to the cutting instrument of the roboticarm. Each RF beacon 18 may include a dome 54 which, in oneconfiguration, has a diameter of 1.5 cm. In other configurations, thediameter of the dome 54 may be 0.5 cm to 2 cm. The dome 54 includes anantenna 56 disposed therein and indicator line 60 may extend form thebase of the dome 54 to the apex. A plurality of gripping elements 62 maybe disposed around the circumference of the dome 54 to provide tactilefeedback to the physician when the dome 54 is touched. Subjacent to thedome may be a circuit board 64, for example, a PCB which includes theelectronics of the beacon 18. The circuit board 64 may include circuitryconfigured to cause a doppler shift in the received RF signal. Forexample, the circuitry is configured to actively modify the incomingfirst RF frequency and shift the frequency to a second RF frequencydifferent than the first frequency without using vibration based signalsdiscussed above. The frequency shift for each beacon 18 can beprogrammed such that each beacon 18 can shift the incoming frequency bya predetermined amount. Coupled to the circuit board 64 may be anantenna extending upward into the dome 54 and an accelerometer.

Continuing to refer to FIGS. 5-7, the circuit board 64 is sized to bereceived or otherwise coupled to a housing 66 which is coupled to thedome 54. In an exemplary configuration, the housing 66 defines adiameter commensurate in size with the maximum diameter of the dome. Asshown in FIG. 6, the dome 54 is sized to coupled with the housing and totogether with the housing to retain the circuit board 64 therein.Subjacent to housing 66 is a platform 68 sized and configured releasablymount the dome 54 and the housing 66. In an exemplary configuration, thehousing 66 is configured to twist-lock with the platform 68, which mayfurther align the apex of the dome 54 to be parallel with the axis ofthe platform 68. The platform 68 may further define an aperture 70therethrough in which a first fixation element 72 may be disposed andextending orthogonally from the platform 68. The first fixation element72 includes a plurality of threads to releasably attach to the platform68 and may define a cross-shape extending from the threads to aid in theinitial purchase of the bone. In particular, the cross shaped designfacilitates initial rotational stability and penetration on the cortexof the bone. Extending at an oblique angle form the platform 68 andspaced a distance from the aperture is a second fixation element 74. Inthe configuration shown in FIGS. 6 and 7, the platform 68 has a tiltthat accommodates for the curvature of the distal medial femur andproximal tibia. The second fixation element 74 facilitates overallstability of the platform 68.

In another embodiment, a wireless, radio frequency (RF) communicatingdevice (e.g. Bluetooth, wifi) is utilized to achieve a 6 degree offreedom (DOF) tracking system where position and orientation of trackingis provided by a plurality of Inertial Measurement Unit (IMU) sensors(such as accelerometer, gyroscope and magnetometers). A secondarypositional tracking source using radar signals will establish 3 DOFpositions. Using the 3 DOF radar data will achieve the correctinterpolation noise or drift errors from IMU based tracking. Thesecondary system can operate synchronously or asynchronously from aprimary IMU based tracking system.

As will be appreciated by one of skill in the art, the conceptsdescribed herein may be embodied as a method, data processing system,computer program product and/or computer storage media storing anexecutable computer program. Accordingly, the concepts described hereinmay take the form of an entirely hardware embodiment, an entirelysoftware embodiment or an embodiment combining software and hardwareaspects all generally referred to herein as a “circuit” or “module.” Anyprocess, step, action and/or functionality described herein may beperformed by, and/or associated to, a corresponding module, which may beimplemented in software and/or firmware and/or hardware. Furthermore,the disclosure may take the form of a computer program product on atangible computer usable storage medium having computer program codeembodied in the medium that can be executed by a computer. Any suitabletangible computer readable medium may be utilized including hard disks,CD-ROMs, electronic storage devices, optical storage devices, ormagnetic storage devices.

Some embodiments are described herein with reference to flowchartillustrations and/or block diagrams of methods, systems and computerprogram products. It will be understood that each block of the flowchartillustrations and/or block diagrams, and combinations of blocks in theflowchart illustrations and/or block diagrams, can be implemented bycomputer program instructions. These computer program instructions maybe provided to a processor of a general purpose computer (to therebycreate a special purpose computer), special purpose computer, or otherprogrammable data processing apparatus to produce a machine, such thatthe instructions, which execute via the processor of the computer orother programmable data processing apparatus, create means forimplementing the functions/acts specified in the flowchart and/or blockdiagram block or blocks.

These computer program instructions may also be stored in a computerreadable memory or storage medium that can direct a computer or otherprogrammable data processing apparatus to function in a particularmanner, such that the instructions stored in the computer readablememory produce an article of manufacture including instruction meanswhich implement the function/act specified in the flowchart and/or blockdiagram block or blocks.

The computer program instructions may also be loaded onto a computer orother programmable data processing apparatus to cause a series ofoperational steps to be performed on the computer or other programmableapparatus to produce a computer implemented process such that theinstructions which execute on the computer or other programmableapparatus provide steps for implementing the functions/acts specified inthe flowchart and/or block diagram block or blocks.

It is to be understood that the functions/acts noted in the blocks mayoccur out of the order noted in the operational illustrations. Forexample, two blocks shown in succession may in fact be executedsubstantially concurrently or the blocks may sometimes be executed inthe reverse order, depending upon the functionality/acts involved.Although some of the diagrams include arrows on communication paths toshow a primary direction of communication, it is to be understood thatcommunication may occur in the opposite direction to the depictedarrows.

Computer program code for carrying out operations of the conceptsdescribed herein may be written in an object-oriented programminglanguage such as Java® or C++. However, the computer program code forcarrying out operations of the disclosure may also be written inconventional procedural programming languages, such as the “C”programming language. The program code may execute entirely on theuser's computer, partly on the user's computer, as a stand-alonesoftware package, partly on the user's computer and partly on a remotecomputer or entirely on the remote computer. In the latter scenario, theremote computer may be connected to the user's computer through a localarea network (LAN) or a wide area network (WAN), or the connection maybe made to an external computer (for example, through the Internet usingan Internet Service Provider).

Many different embodiments have been disclosed herein, in connectionwith the above description and the drawings. It will be understood thatit would be unduly repetitious and obfuscating to literally describe andillustrate every combination and subcombination of these embodiments.Accordingly, all embodiments can be combined in any way and/orcombination, and the present specification, including the drawings,shall be construed to constitute a complete written description of allcombinations and subcombinations of the embodiments described herein,and of the manner and process of making and using them, and shallsupport claims to any such combination or subcombination.

It will be appreciated by persons skilled in the art that theembodiments described herein are not limited to what has beenparticularly shown and described herein above. In addition, unlessmention was made above to the contrary, it should be noted that all ofthe accompanying drawings are not to scale. A variety of modificationsand variations are possible in light of the above teachings.

It will be appreciated by persons skilled in the art that the presentinvention is not limited to what has been particularly shown anddescribed herein above. In addition, unless mention was made above tothe contrary, it should be noted that all of the accompanying drawingsare not to scale. A variety of modifications and variations are possiblein light of the above teachings without departing from the scope andspirit of the invention, which is limited only by the following claims.

What is claimed is:
 1. A system for medical object tracking, comprising:a plurality of radio frequency transceivers, each of the plurality ofradio frequency transceivers configured to emit a radio frequency signalat a first respective frequency; a plurality of radio frequency beacons,each of the plurality of radiofrequency beacons being removablyattachable to a respective medical object, the respective medical objectbeing one of a bone and a cutting instrument, each radio frequencybeacon including: a dome, the dome including an antenna disposed within;a mounting; a first medical object fixation element extending from andperpendicular to the mounting; a second medical object fixation elementbeing disposed at an oblique angle to the mounting; and at least oneinertial measurement unit (IMU) sensor disposed within the dome;processing circuitry disposed between the dome and the mounting, the atleast one IMU sensor and the antenna being affixed to the processingcircuitry; wherein the processing circuitry is configured to obtain amodified radio signal by modifying the radio frequency signal from therespective first frequency to a second respective frequency differentthan the first respective frequency; and a control device incommunication with the plurality of radio frequency transceivers, thecontrol device including processing circuitry configured to determine alocation of the respective medical object in three-dimensional spacebased at least in part on the modified radio frequency signal.
 2. Thesystem according to claim 1, wherein the plurality of radio frequencybeacons includes three beacons, a first of the plurality of beaconsbeing configured to be removably affixed to the distal end of a femur, asecond of the plurality of beacons being configured to be removablyaffixed to a proximal end of a tibia, and a third of the plurality ofbeacons being configured to be removably affixed to a cutting instrumentof a robotic arm.
 3. The system of claim 1, wherein the control deviceis configured to measure one or more of a tilt and positional data toobtain a six-degree-of-freedom measurement based on information from theIMU and/or two or more of the plurality of radio frequency beacons. 4.The system of claim 3, wherein each radio frequency beacon of theplurality of radio frequency beacons comprises an accelerometerconfigured to measure one or more of a pitch, a roll, and a yaw of theradio frequency beacon.
 5. The system of claim 4, wherein data from theaccelerometer is transmitted wirelessly to the control device.
 6. Thesystem of claim 1, wherein the processing circuitry operatesasynchronously from the control device.
 7. The system of claim 1,wherein the first medical object fixation element comprises a pin. 8.The system of claim 1, wherein the plurality of radio frequencytransceivers are arranged in a substantially circular configuration. 9.The system of claim 1, wherein the system is pre-calibrated based on oneor more frequency generating devices external to the system, each of theone or more frequency generating devices producing a unique signalsignature, and wherein software executed by the control device isconfigured to filter each unique signal signature and assign a uniquefrequency to a respective beacon based on a detected unique signalsignature.
 10. The system of claim 1, wherein the antenna housing andprocessing circuitry are releasably attached to the mounting.
 11. Asystem for medical object tracking, comprising: a plurality of radiofrequency transceivers, each of the plurality of radio frequencytransceivers configured to emit a radio frequency signal at a firstrespective frequency; a plurality of radio frequency beacons, each ofthe plurality of radiofrequency beacons being removably attachable to arespective medical object, the respective medical object being one of abone and a cutting instrument, each radio frequency beacon including: amounting; a first medical object fixation element extending from andperpendicular to the mounting; a second medical object fixation elementbeing disposed at an oblique angle to the mounting; an antenna housing,the antenna housing including an antenna disposed within; at least oneinertial measurement unit (IMU) sensor disposed within the antennahousing; processing circuitry disposed between the antenna housing andthe mounting, the at least one IMU sensor and the antenna being affixedto the processing circuitry; and the processing circuitry beingconfigured to obtain a modified radio frequency signal by modifying theradio frequency signal from the respective first frequency to a secondrespective frequency different than the first respective frequency; anda control device in communication with the plurality of radio frequencytransceivers, the control device including processing circuitryconfigured to determine a location of the respective medical object inthree-dimensional space based at least in part on the modified radiofrequency signal.
 12. The system of claim 11, wherein the control deviceis configured to measure one or more of a tilt and positional data toobtain a six-degree-of-freedom measurement based on information from theIMU and/or two or more of the plurality of radio frequency beacons. 13.The system of claim 12, wherein each radio frequency beacon of theplurality of radio frequency beacons comprises an accelerometerconfigured to measure one or more of a pitch, a roll, and a yaw of theradio frequency beacon.
 14. The system of claim 13, wherein data fromthe accelerometer is transmitted wirelessly to the control device. 15.The system of claim 11, wherein the processing circuitry operatesasynchronously from the control device.
 16. The system of claim 11,wherein the first medical object fixation element comprises a pin. 17.The system of claim 11, wherein the plurality of radio frequencytransceivers are arranged in a substantially circular configuration. 18.The system of claim 11, wherein the system is pre-calibrated based onone or more frequency generating devices external to the system, each ofthe one or more frequency generating devices producing a unique signalsignature, and wherein software executed by the control device isconfigured to filter each unique signal signature and assign a uniquefrequency to a respective radio frequency beacon based on a detectedunique signal signature.
 19. The system according to claim 11, whereinthe plurality of radio frequency beacons includes three beacons, a firstof the plurality of beacons being configured to be removably affixed tothe distal end of a femur, a second of the plurality of beacons beingconfigured to be removably affixed to a proximal end of a tibia, and athird of the plurality of beacons being configured to be removablyaffixed to a cutting instrument of a robotic arm.